basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.381935 0.375846 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.473382 1.621567 0.375846
1 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.381935 0.375507 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.411878 1.553161 0.375507
2 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.381935 0.362991 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.325743 1.497194 0.362991
3 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.381935 0.353180 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.248424 1.434683 0.353180
4 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.381935 0.344046 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.210479 1.432197 0.344046
5 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.381935 0.373139 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.398728 1.554068 0.373139
6 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.381935 0.368403 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.348895 1.507781 0.368403
7 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.381935 0.348106 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.276450 1.457941 0.348106
8 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.381935 0.342355 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.185752 1.420847 0.342355
9 resnet50 basetrain-res50-lr3e3-ep100-fitfc05 basetrain-res50-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.381935 0.336265 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 53), (British_Shorthair, Russian_Blue, 19), (Ragdoll, Birman, 13), (Russian_Blue, British_Shorthair, 13), (Birman, Siamese, 12), (Siamese, Birman, 12), (beagle, basset_hound, 10), (chihuahua, miniature_pinscher, 10), (english_cocker_spaniel, english_setter, 10), (samoyed, great_pyrenees, 10)] 0.175374 1.416804 0.336265